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Requests for datasets are off-topic on this site. Use this tag for questions concerning creating, processing, or maintaining datasets.

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Realistically, does the i.i.d. assumption hold for the vast majority of supervised learning ...

For example, the most basic machine learning task is prediction on MNIST dataset. Is there a way to know whether MNIST was generated in an i.i.d. fashion? Similarly for thousands of other data sets. … But does training a classifier on this data set has any difference as compared to a shuffled dataset? Just some basic questions. …
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